Dataset info
| Number of variables | 29 |
|---|---|
| Number of observations | 17300 |
| Missing cells | 88323 (17.6%) |
| Duplicate rows | 0 (0.0%) |
| Total size in memory | 3.8 MiB |
| Average record size in memory | 232.0 B |
Variables types
| Numeric | 24 |
|---|---|
| Categorical | 1 |
| Boolean | 3 |
| Date | 1 |
| URL | 0 |
| Text (Unique) | 0 |
| Rejected | 0 |
| Unsupported | 0 |
Warnings
broad_base_ratio is highly skewed (γ1 = -95.38337013) | Skewed |
broad_base_ratio has 8026 (46.4%) missing values | Missing |
broad_reserves_ratio is highly skewed (γ1 = -41.91234492) | Skewed |
broad_reserves_ratio has 8011 (46.3%) missing values | Missing |
claims_private has 8544 (49.4%) missing values | Missing |
commodities_index has 230 (1.3%) missing values | Missing |
couprisk has 1122 (6.5%) missing values | Missing |
current_account has 300 (1.7%) zeros | Zeros |
current_account has 9206 (53.2%) missing values | Missing |
ENDE_XDC_USD_RATE has 183 (1.1%) missing values | Missing |
exchange_change is highly skewed (γ1 = 108.1448893) | Skewed |
exchange_change has 1928 (11.1%) zeros | Zeros |
exchange_change_12m is highly skewed (γ1 = 41.8915835) | Skewed |
exchange_change_12m has 674 (3.9%) zeros | Zeros |
exchange_change_12m has 257 (1.5%) missing values | Missing |
exports has 1318 (7.6%) zeros | Zeros |
exports has 1531 (8.8%) missing values | Missing |
foreignassets_reserves_ratio is highly skewed (γ1 = 44.57250955) | Skewed |
foreignassets_reserves_ratio has 7911 (45.7%) missing values | Missing |
imports is highly skewed (γ1 = 27.83697052) | Skewed |
imports has 1084 (6.3%) zeros | Zeros |
imports has 2200 (12.7%) missing values | Missing |
imports_fx has 2340 (13.5%) missing values | Missing |
inflation is highly skewed (γ1 = -51.39442791) | Skewed |
inflation has 237 (1.4%) zeros | Zeros |
inflation has 1306 (7.5%) missing values | Missing |
lending_borrowing is highly skewed (γ1 = 23.00841088) | Skewed |
lending_borrowing has 468 (2.7%) zeros | Zeros |
lending_borrowing has 3485 (20.1%) missing values | Missing |
lending_rate is highly skewed (γ1 = 30.37625808) | Skewed |
lending_rate has 1501 (8.7%) zeros | Zeros |
lending_rate has 4055 (23.4%) missing values | Missing |
M2 has 1066 (6.2%) zeros | Zeros |
M2 has 5623 (32.5%) missing values | Missing |
moneymarket_rate is highly skewed (γ1 = -89.2614433) | Skewed |
moneymarket_rate has 597 (3.5%) zeros | Zeros |
moneymarket_rate has 7745 (44.8%) missing values | Missing |
net_debt has 4625 (26.7%) missing values | Missing |
reserves has 223 (1.3%) zeros | Zeros |
reserves has 744 (4.3%) missing values | Missing |
reserves_12p is highly skewed (γ1 = 56.86637452) | Skewed |
reserves_12p has 399 (2.3%) zeros | Zeros |
reserves_12p has 786 (4.5%) missing values | Missing |
stocks has 10043 (58.1%) missing values | Missing |
broad_base_ratio
Numeric
| Distinct count | 9144 |
|---|---|
| Unique (%) | 52.9% |
| Missing (%) | 46.4% |
| Missing (n) | 8026 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -1883.807763 |
|---|---|
| Minimum | -17608258.8 |
| Maximum | 390751 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -17608258.8 |
|---|---|
| 5-th percentile | -1329.25088 |
| Q1 | -141.1621492 |
| Median | 51.51487902 |
| Q3 | 194.9941209 |
| 95-th percentile | 1275.244055 |
| Maximum | 390751 |
| Range | 17999009.8 |
| Interquartile range | 336.1562701 |
Descriptive statistics
| Standard deviation | 183437.2988 |
|---|---|
| Coef of variation | -97.37580578 |
| Kurtosis | 9154.835638 |
| Mean | -1883.807763 |
| MAD | 4683.235122 |
| Skewness | -95.38337013 |
| Sum | -17470433.19 |
| Variance | 3.364924261e+10 |
| Memory size | 135.3 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| -141.1621492 | 62 | 0.4% | |
| -3180.480782 | 25 | 0.1% | |
| -94.99136662 | 18 | 0.1% | |
| 31.80881655 | 7 | < 0.1% | |
| -1042.403384 | 4 | < 0.1% | |
| -159.9882797 | 3 | < 0.1% | |
| 26.48592157 | 3 | < 0.1% | |
| 72.28727306 | 3 | < 0.1% | |
| 62.83255822 | 3 | < 0.1% | |
| 1528.526906 | 2 | < 0.1% | |
| Other values (9133) | 9144 | 52.9% | |
| (Missing) | 8026 | 46.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -17608258.8 | 1 | < 0.1% | |
| -807197.1548 | 1 | < 0.1% | |
| -574023.6 | 1 | < 0.1% | |
| -495771.8457 | 1 | < 0.1% | |
| -168742.6459 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 390751 | 1 | < 0.1% | |
| 376039.8583 | 1 | < 0.1% | |
| 328056.5531 | 1 | < 0.1% | |
| 218658.5 | 1 | < 0.1% | |
| 177242.9353 | 1 | < 0.1% |
broad_reserves_ratio
Numeric
| Distinct count | 9126 |
|---|---|
| Unique (%) | 52.8% |
| Missing (%) | 46.3% |
| Missing (n) | 8011 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -29.2114006 |
|---|---|
| Minimum | -2202978.486 |
| Maximum | 914713.9568 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -2202978.486 |
|---|---|
| 5-th percentile | -1062.401248 |
| Q1 | -115.7418393 |
| Median | 35.04129699 |
| Q3 | 155.8490065 |
| 95-th percentile | 1128.625191 |
| Maximum | 914713.9568 |
| Range | 3117692.443 |
| Interquartile range | 271.5908458 |
Descriptive statistics
| Standard deviation | 34579.63352 |
|---|---|
| Coef of variation | -1183.771843 |
| Kurtosis | 2842.760546 |
| Mean | -29.2114006 |
| MAD | 1896.322139 |
| Skewness | -41.91234492 |
| Sum | -271344.7002 |
| Variance | 1195751054 |
| Memory size | 135.3 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 695.4516068 | 62 | 0.4% | |
| -127.3736592 | 25 | 0.1% | |
| 27942.01647 | 22 | 0.1% | |
| -59.98305184 | 18 | 0.1% | |
| -80.12036644 | 10 | 0.1% | |
| 41.05169579 | 7 | < 0.1% | |
| 258.8989722 | 6 | < 0.1% | |
| 2713.778693 | 4 | < 0.1% | |
| -53.49649427 | 3 | < 0.1% | |
| -49.66078782 | 3 | < 0.1% | |
| Other values (9115) | 9129 | 52.8% | |
| (Missing) | 8011 | 46.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -2202978.486 | 1 | < 0.1% | |
| -1889744.839 | 1 | < 0.1% | |
| -587160.2039 | 1 | < 0.1% | |
| -243857.3371 | 1 | < 0.1% | |
| -227443.2985 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 914713.9568 | 1 | < 0.1% | |
| 872657.0537 | 1 | < 0.1% | |
| 477927.7968 | 1 | < 0.1% | |
| 225351.4944 | 1 | < 0.1% | |
| 172691.1848 | 1 | < 0.1% |
claims_private
Numeric
| Distinct count | 8692 |
|---|---|
| Unique (%) | 50.2% |
| Missing (%) | 49.4% |
| Missing (n) | 8544 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.001321115896 |
|---|---|
| Minimum | -1.271619671 |
| Maximum | 1.00089296 |
| Zeros (%) | 0.4% |
Quantile statistics
| Minimum | -1.271619671 |
|---|---|
| 5-th percentile | -0.05352217861 |
| Q1 | -0.01101818471 |
| Median | -0.0002845792933 |
| Q3 | 0.01013090184 |
| 95-th percentile | 0.04736333172 |
| Maximum | 1.00089296 |
| Range | 2.272512632 |
| Interquartile range | 0.02114908656 |
Descriptive statistics
| Standard deviation | 0.04933510258 |
|---|---|
| Coef of variation | -37.34350843 |
| Kurtosis | 144.8277566 |
| Mean | -0.001321115896 |
| MAD | 0.0225317678 |
| Skewness | -3.931589165 |
| Sum | -11.56769078 |
| Variance | 0.002433952347 |
| Memory size | 135.3 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 66 | 0.4% | |
| 0.01261483967 | 1 | < 0.1% | |
| 0.003128824038 | 1 | < 0.1% | |
| -0.006160370206 | 1 | < 0.1% | |
| -0.003432082257 | 1 | < 0.1% | |
| -0.0013078623 | 1 | < 0.1% | |
| -0.002794986605 | 1 | < 0.1% | |
| -0.007279878875 | 1 | < 0.1% | |
| -0.0007216246956 | 1 | < 0.1% | |
| -0.002590983312 | 1 | < 0.1% | |
| Other values (8681) | 8681 | 50.2% | |
| (Missing) | 8544 | 49.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.271619671 | 1 | < 0.1% | |
| -1.142124232 | 1 | < 0.1% | |
| -1.062323909 | 1 | < 0.1% | |
| -0.6377769377 | 1 | < 0.1% | |
| -0.623032287 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.00089296 | 1 | < 0.1% | |
| 0.5333082639 | 1 | < 0.1% | |
| 0.4652717845 | 1 | < 0.1% | |
| 0.4540893537 | 1 | < 0.1% | |
| 0.4280531079 | 1 | < 0.1% |
commodities_index
Numeric
| Distinct count | 17071 |
|---|---|
| Unique (%) | 98.7% |
| Missing (%) | 1.3% |
| Missing (n) | 230 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.003421807839 |
|---|---|
| Minimum | -0.3086384626 |
| Maximum | 0.5101346948 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -0.3086384626 |
|---|---|
| 5-th percentile | -0.04106521798 |
| Q1 | -0.005156169618 |
| Median | 0.0007478234228 |
| Q3 | 0.008863117277 |
| 95-th percentile | 0.06381935138 |
| Maximum | 0.5101346948 |
| Range | 0.8187731574 |
| Interquartile range | 0.01401928689 |
Descriptive statistics
| Standard deviation | 0.04201241895 |
|---|---|
| Coef of variation | 12.27784286 |
| Kurtosis | 19.52058513 |
| Mean | 0.003421807839 |
| MAD | 0.02011527112 |
| Skewness | 0.9434753459 |
| Sum | 58.41025982 |
| Variance | 0.001765043346 |
| Memory size | 135.3 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.004401207034 | 1 | < 0.1% | |
| 0.0003751338727 | 1 | < 0.1% | |
| 0.01773336208 | 1 | < 0.1% | |
| 0.2546593121 | 1 | < 0.1% | |
| 0.005547523403 | 1 | < 0.1% | |
| 0.02346287728 | 1 | < 0.1% | |
| 0.001887711478 | 1 | < 0.1% | |
| -0.007397300568 | 1 | < 0.1% | |
| -0.04944038098 | 1 | < 0.1% | |
| 0.009732432325 | 1 | < 0.1% | |
| Other values (17060) | 17060 | 98.6% | |
| (Missing) | 230 | 1.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.3086384626 | 1 | < 0.1% | |
| -0.3066039506 | 1 | < 0.1% | |
| -0.3021220034 | 1 | < 0.1% | |
| -0.3008112717 | 1 | < 0.1% | |
| -0.2951717313 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.5101346948 | 1 | < 0.1% | |
| 0.496041187 | 1 | < 0.1% | |
| 0.4785863246 | 1 | < 0.1% | |
| 0.4654801842 | 1 | < 0.1% | |
| 0.4283128149 | 1 | < 0.1% |
couprisk
Numeric
| Distinct count | 16168 |
|---|---|
| Unique (%) | 93.5% |
| Missing (%) | 6.5% |
| Missing (n) | 1122 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.001874118984 |
|---|---|
| Minimum | 0.0001466605754 |
| Maximum | 0.03393289819 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.0001466605754 |
|---|---|
| 5-th percentile | 0.000299220864 |
| Q1 | 0.0006042557652 |
| Median | 0.001009122294 |
| Q3 | 0.00188888784 |
| 95-th percentile | 0.006457850058 |
| Maximum | 0.03393289819 |
| Range | 0.03378623762 |
| Interquartile range | 0.001284632075 |
Descriptive statistics
| Standard deviation | 0.002591718215 |
|---|---|
| Coef of variation | 1.382899505 |
| Kurtosis | 27.83492593 |
| Mean | 0.001874118984 |
| MAD | 0.001548309477 |
| Skewness | 4.305643196 |
| Sum | 30.31949692 |
| Variance | 6.717003304e-06 |
| Memory size | 135.3 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.0005698804162 | 3 | < 0.1% | |
| 0.001001049182 | 2 | < 0.1% | |
| 0.0004400258476 | 2 | < 0.1% | |
| 0.001313942368 | 2 | < 0.1% | |
| 0.002283805748 | 2 | < 0.1% | |
| 0.0006867784541 | 2 | < 0.1% | |
| 0.0003957848239 | 2 | < 0.1% | |
| 0.0008166399784 | 2 | < 0.1% | |
| 0.0005884951097 | 2 | < 0.1% | |
| 0.001107686781 | 2 | < 0.1% | |
| Other values (16157) | 16157 | 93.4% | |
| (Missing) | 1122 | 6.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0001466605754 | 1 | < 0.1% | |
| 0.0001503051462 | 1 | < 0.1% | |
| 0.0001535402116 | 1 | < 0.1% | |
| 0.0001563976693 | 1 | < 0.1% | |
| 0.000157334347 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.03393289819 | 1 | < 0.1% | |
| 0.03192853555 | 1 | < 0.1% | |
| 0.03138643876 | 1 | < 0.1% | |
| 0.03047631867 | 1 | < 0.1% | |
| 0.0300097242 | 1 | < 0.1% |
current_account
Numeric
| Distinct count | 2600 |
|---|---|
| Unique (%) | 15.0% |
| Missing (%) | 53.2% |
| Missing (n) | 9206 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.1628325279 |
|---|---|
| Minimum | -233.9681226 |
| Maximum | 245.3785877 |
| Zeros (%) | 1.7% |
Quantile statistics
| Minimum | -233.9681226 |
|---|---|
| 5-th percentile | -3.290112432 |
| Q1 | -0.6005669441 |
| Median | -0.1193389559 |
| Q3 | 0.3179835591 |
| 95-th percentile | 3.013413309 |
| Maximum | 245.3785877 |
| Range | 479.3467103 |
| Interquartile range | 0.9185505033 |
Descriptive statistics
| Standard deviation | 10.21638872 |
|---|---|
| Coef of variation | 62.74169448 |
| Kurtosis | 276.022927 |
| Mean | 0.1628325279 |
| MAD | 2.136838723 |
| Skewness | 3.500946291 |
| Sum | 1317.966481 |
| Variance | 104.3745984 |
| Memory size | 135.3 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 300 | 1.7% | |
| 0.1955491947 | 3 | < 0.1% | |
| -0.8516295506 | 3 | < 0.1% | |
| 0.09971660873 | 3 | < 0.1% | |
| 0.4956965071 | 3 | < 0.1% | |
| 0.3405952363 | 3 | < 0.1% | |
| -0.1089117988 | 3 | < 0.1% | |
| -0.0245642503 | 3 | < 0.1% | |
| -0.3155290643 | 3 | < 0.1% | |
| 0.1005580371 | 3 | < 0.1% | |
| Other values (2589) | 7767 | 44.9% | |
| (Missing) | 9206 | 53.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -233.9681226 | 3 | < 0.1% | |
| -119.4373134 | 3 | < 0.1% | |
| -82.13992587 | 3 | < 0.1% | |
| -56.604832 | 3 | < 0.1% | |
| -54.21077433 | 3 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 245.3785877 | 3 | < 0.1% | |
| 157.6099129 | 3 | < 0.1% | |
| 111.0448093 | 3 | < 0.1% | |
| 108.3440832 | 3 | < 0.1% | |
| 107.7844786 | 3 | < 0.1% |
dummy
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.3% |
| Missing (n) | 50 |
| 0 | |
|---|---|
| 1 | 499 |
| (Missing) | 50 |
| Value | Count | Frequency (%) | |
| 0 | 16751 | 96.8% | |
| 1 | 499 | 2.9% | |
| (Missing) | 50 | 0.3% |
election
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.3% |
| Missing (n) | 50 |
| 0 | |
|---|---|
| 1 | 2293 |
| (Missing) | 50 |
| Value | Count | Frequency (%) | |
| 0 | 14957 | 86.5% | |
| 1 | 2293 | 13.3% | |
| (Missing) | 50 | 0.3% |
election_p
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.3% |
| Missing (n) | 50 |
| 0 | |
|---|---|
| 1 | 2307 |
| (Missing) | 50 |
| Value | Count | Frequency (%) | |
| 0 | 14943 | 86.4% | |
| 1 | 2307 | 13.3% | |
| (Missing) | 50 | 0.3% |
ENDE_XDC_USD_RATE
Numeric
| Distinct count | 14534 |
|---|---|
| Unique (%) | 84.0% |
| Missing (%) | 1.1% |
| Missing (n) | 183 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1133.96383 |
|---|---|
| Minimum | 7.846399112e-09 |
| Maximum | 95760 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 7.846399112e-09 |
|---|---|
| 5-th percentile | 0.78648 |
| Q1 | 4.1685 |
| Median | 29.365 |
| Q3 | 221.06 |
| 95-th percentile | 6237.16 |
| Maximum | 95760 |
| Range | 95760 |
| Interquartile range | 216.8915 |
Descriptive statistics
| Standard deviation | 4682.311441 |
|---|---|
| Coef of variation | 4.129154137 |
| Kurtosis | 175.8735576 |
| Mean | 1133.96383 |
| MAD | 1754.000143 |
| Skewness | 10.7766533 |
| Sum | 19410058.89 |
| Variance | 21924040.43 |
| Memory size | 135.3 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 1938.662266 | 107 | 0.6% | |
| 0.9995 | 81 | 0.5% | |
| 3.8 | 80 | 0.5% | |
| 2.147 | 57 | 0.3% | |
| 47.5 | 48 | 0.3% | |
| 1166 | 47 | 0.3% | |
| 1170 | 39 | 0.2% | |
| 12.5 | 38 | 0.2% | |
| 6.2842 | 37 | 0.2% | |
| 42.82278 | 36 | 0.2% | |
| Other values (14523) | 16547 | 95.6% | |
| (Missing) | 183 | 1.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 7.846399112e-09 | 1 | < 0.1% | |
| 1.096056543e-08 | 1 | < 0.1% | |
| 1.199693198e-08 | 1 | < 0.1% | |
| 1.357336513e-08 | 1 | < 0.1% | |
| 1.453733169e-08 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 95760 | 16 | 0.1% | |
| 79800 | 1 | < 0.1% | |
| 68827.5 | 1 | < 0.1% | |
| 49353.8062 | 1 | < 0.1% | |
| 44070 | 1 | < 0.1% |
exchange_change
Numeric
| Distinct count | 15114 |
|---|---|
| Unique (%) | 87.4% |
| Missing (%) | 0.3% |
| Missing (n) | 50 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.04373395549 |
|---|---|
| Minimum | -0.5877142857 |
| Maximum | 333.5 |
| Zeros (%) | 11.1% |
Quantile statistics
| Minimum | -0.5877142857 |
|---|---|
| 5-th percentile | -0.03077697069 |
| Q1 | -0.003320627065 |
| Median | 0.0005984589685 |
| Q3 | 0.01130159578 |
| 95-th percentile | 0.06239970973 |
| Maximum | 333.5 |
| Range | 334.0877143 |
| Interquartile range | 0.01462222284 |
Descriptive statistics
| Standard deviation | 2.784661694 |
|---|---|
| Coef of variation | 63.67276098 |
| Kurtosis | 12373.93152 |
| Mean | 0.04373395549 |
| MAD | 0.0814238996 |
| Skewness | 108.1448893 |
| Sum | 754.4107322 |
| Variance | 7.754340752 |
| Memory size | 135.3 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 1928 | 11.1% | |
| -0.02738699742 | 36 | 0.2% | |
| 0.002960897221 | 26 | 0.2% | |
| 0.03618020525 | 25 | 0.1% | |
| 0.01036578437 | 19 | 0.1% | |
| -0.00493885838 | 14 | 0.1% | |
| -3.108573129e-06 | 5 | < 0.1% | |
| -0.00100050025 | 4 | < 0.1% | |
| 3.108582793e-06 | 4 | < 0.1% | |
| -0.0003186743149 | 4 | < 0.1% | |
| Other values (15103) | 15185 | 87.8% | |
| (Missing) | 50 | 0.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.5877142857 | 1 | < 0.1% | |
| -0.4496777862 | 1 | < 0.1% | |
| -0.4256999282 | 1 | < 0.1% | |
| -0.355 | 1 | < 0.1% | |
| -0.3119266055 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 333.5 | 1 | < 0.1% | |
| 147.1641313 | 1 | < 0.1% | |
| 21.95971613 | 1 | < 0.1% | |
| 9.012727273 | 1 | < 0.1% | |
| 7.669656203 | 1 | < 0.1% |
exchange_change_12m
Numeric
| Distinct count | 15668 |
|---|---|
| Unique (%) | 90.6% |
| Missing (%) | 1.5% |
| Missing (n) | 257 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.129768891 |
|---|---|
| Minimum | -0.5848571429 |
| Maximum | 9599 |
| Zeros (%) | 3.9% |
Quantile statistics
| Minimum | -0.5848571429 |
|---|---|
| 5-th percentile | -0.1013975173 |
| Q1 | -0.005122194578 |
| Median | 0.03162649642 |
| Q3 | 0.1204216992 |
| 95-th percentile | 0.8043240761 |
| Maximum | 9599 |
| Range | 9599.584857 |
| Interquartile range | 0.1255438938 |
Descriptive statistics
| Standard deviation | 215.711643 |
|---|---|
| Coef of variation | 35.19082804 |
| Kurtosis | 1794.008668 |
| Mean | 6.129768891 |
| MAD | 11.81703242 |
| Skewness | 41.8915835 |
| Sum | 104469.6512 |
| Variance | 46531.51291 |
| Memory size | 135.3 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 674 | 3.9% | |
| -3.108573129e-06 | 15 | 0.1% | |
| 1.415458937 | 12 | 0.1% | |
| 0.4650875434 | 12 | 0.1% | |
| 0.009986556558 | 12 | 0.1% | |
| 0.001692047377 | 12 | 0.1% | |
| 0.2002503129 | 12 | 0.1% | |
| -0.003418803419 | 12 | 0.1% | |
| -0.0005 | 12 | 0.1% | |
| 0.01372212693 | 12 | 0.1% | |
| Other values (15657) | 16258 | 94.0% | |
| (Missing) | 257 | 1.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.5848571429 | 1 | < 0.1% | |
| -0.548590604 | 1 | < 0.1% | |
| -0.4711538462 | 1 | < 0.1% | |
| -0.4384100748 | 1 | < 0.1% | |
| -0.4211256441 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 9599 | 7 | < 0.1% | |
| 7999 | 1 | < 0.1% | |
| 6899 | 1 | < 0.1% | |
| 4946.749995 | 1 | < 0.1% | |
| 2899 | 1 | < 0.1% |
exports
Numeric
| Distinct count | 14438 |
|---|---|
| Unique (%) | 83.5% |
| Missing (%) | 8.8% |
| Missing (n) | 1531 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.1095920582 |
|---|---|
| Minimum | -0.9994202101 |
| Maximum | 20.02290951 |
| Zeros (%) | 7.6% |
Quantile statistics
| Minimum | -0.9994202101 |
|---|---|
| 5-th percentile | -0.290383798 |
| Q1 | -0.02540603248 |
| Median | 0.06715059309 |
| Q3 | 0.2101005746 |
| 95-th percentile | 0.538933896 |
| Maximum | 20.02290951 |
| Range | 21.02232972 |
| Interquartile range | 0.2355066071 |
Descriptive statistics
| Standard deviation | 0.4274637903 |
|---|---|
| Coef of variation | 3.900499703 |
| Kurtosis | 614.2630576 |
| Mean | 0.1095920582 |
| MAD | 0.2025716596 |
| Skewness | 16.36033175 |
| Sum | 1728.157165 |
| Variance | 0.182725292 |
| Memory size | 135.3 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 1318 | 7.6% | |
| 0.2062318801 | 5 | < 0.1% | |
| -0.09880863738 | 4 | < 0.1% | |
| 0.4786976644 | 3 | < 0.1% | |
| -0.6241585606 | 3 | < 0.1% | |
| 0.3420968048 | 3 | < 0.1% | |
| 0.0641025641 | 2 | < 0.1% | |
| 0.1220638949 | 2 | < 0.1% | |
| 0.2539659444 | 1 | < 0.1% | |
| 0.1522628112 | 1 | < 0.1% | |
| Other values (14427) | 14427 | 83.4% | |
| (Missing) | 1531 | 8.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.9994202101 | 1 | < 0.1% | |
| -0.9994190996 | 1 | < 0.1% | |
| -0.999401498 | 1 | < 0.1% | |
| -0.9993739887 | 1 | < 0.1% | |
| -0.9993705858 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 20.02290951 | 1 | < 0.1% | |
| 18.83839317 | 1 | < 0.1% | |
| 12.92655816 | 1 | < 0.1% | |
| 8.679367885 | 1 | < 0.1% | |
| 6.734710714 | 1 | < 0.1% |
foreignassets_reserves_ratio
Numeric
| Distinct count | 9226 |
|---|---|
| Unique (%) | 53.3% |
| Missing (%) | 45.7% |
| Missing (n) | 7911 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 134.1062224 |
|---|---|
| Minimum | -43053.51383 |
| Maximum | 364663.9808 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -43053.51383 |
|---|---|
| 5-th percentile | -273.470594 |
| Q1 | -32.19210239 |
| Median | 9.205274477 |
| Q3 | 43.66889095 |
| 95-th percentile | 246.7169353 |
| Maximum | 364663.9808 |
| Range | 407717.4946 |
| Interquartile range | 75.86099334 |
Descriptive statistics
| Standard deviation | 6731.139743 |
|---|---|
| Coef of variation | 50.19259825 |
| Kurtosis | 2122.485883 |
| Mean | 134.1062224 |
| MAD | 422.4381068 |
| Skewness | 44.57250955 |
| Sum | 1259123.322 |
| Variance | 45308242.23 |
| Memory size | 135.3 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 122.2275717 | 62 | 0.4% | |
| -0.2707019715 | 25 | 0.1% | |
| -4266.833495 | 22 | 0.1% | |
| -26.27004356 | 18 | 0.1% | |
| -28.75976406 | 10 | 0.1% | |
| 9.687703128 | 7 | < 0.1% | |
| 158.9268327 | 6 | < 0.1% | |
| 515.5168498 | 4 | < 0.1% | |
| -12.18401451 | 3 | < 0.1% | |
| -27.16909803 | 3 | < 0.1% | |
| Other values (9215) | 9229 | 53.3% | |
| (Missing) | 7911 | 45.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -43053.51383 | 1 | < 0.1% | |
| -34728.99833 | 1 | < 0.1% | |
| -34115.05226 | 1 | < 0.1% | |
| -31892.19749 | 1 | < 0.1% | |
| -27936.70456 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 364663.9808 | 1 | < 0.1% | |
| 305917.3652 | 1 | < 0.1% | |
| 295748.5807 | 1 | < 0.1% | |
| 286964.5316 | 1 | < 0.1% | |
| 101694.1692 | 1 | < 0.1% |
imports
Numeric
| Distinct count | 14000 |
|---|---|
| Unique (%) | 80.9% |
| Missing (%) | 12.7% |
| Missing (n) | 2200 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.647946734 |
|---|---|
| Minimum | -0.9995735386 |
| Maximum | 2744.86139 |
| Zeros (%) | 6.3% |
Quantile statistics
| Minimum | -0.9995735386 |
|---|---|
| 5-th percentile | -0.2741804207 |
| Q1 | -0.02955355197 |
| Median | 0.07803012175 |
| Q3 | 0.2360689462 |
| 95-th percentile | 0.5570147612 |
| Maximum | 2744.86139 |
| Range | 2745.860964 |
| Interquartile range | 0.2656224982 |
Descriptive statistics
| Standard deviation | 65.65730656 |
|---|---|
| Coef of variation | 24.79555413 |
| Kurtosis | 827.4840854 |
| Mean | 2.647946734 |
| MAD | 5.062507423 |
| Skewness | 27.83697052 |
| Sum | 39983.99568 |
| Variance | 4310.881905 |
| Memory size | 135.3 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 1084 | 6.3% | |
| -0.1708886442 | 9 | 0.1% | |
| 1.081468016 | 5 | < 0.1% | |
| 0.3570897833 | 4 | < 0.1% | |
| 0.07603092784 | 2 | < 0.1% | |
| 0.1138107417 | 2 | < 0.1% | |
| -0.2 | 2 | < 0.1% | |
| 0.1085614663 | 1 | < 0.1% | |
| -0.1798489135 | 1 | < 0.1% | |
| 0.1396467148 | 1 | < 0.1% | |
| Other values (13989) | 13989 | 80.9% | |
| (Missing) | 2200 | 12.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.9995735386 | 1 | < 0.1% | |
| -0.999560323 | 1 | < 0.1% | |
| -0.9994984061 | 1 | < 0.1% | |
| -0.9994965146 | 1 | < 0.1% | |
| -0.9994722422 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2744.86139 | 1 | < 0.1% | |
| 2361.115889 | 1 | < 0.1% | |
| 2089.201107 | 1 | < 0.1% | |
| 2020.55186 | 1 | < 0.1% | |
| 1991.036035 | 1 | < 0.1% |
imports_fx
Numeric
| Distinct count | 13514 |
|---|---|
| Unique (%) | 78.1% |
| Missing (%) | 13.5% |
| Missing (n) | 2340 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.007562773222 |
|---|---|
| Minimum | -249.3499546 |
| Maximum | 182.1259799 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -249.3499546 |
|---|---|
| 5-th percentile | -0.1298553869 |
| Q1 | -0.01863328228 |
| Median | -0.0009903393968 |
| Q3 | 0.01472759342 |
| 95-th percentile | 0.07797043429 |
| Maximum | 182.1259799 |
| Range | 431.4759345 |
| Interquartile range | 0.0333608757 |
Descriptive statistics
| Standard deviation | 3.848345706 |
|---|---|
| Coef of variation | -508.8537754 |
| Kurtosis | 1629.576559 |
| Mean | -0.007562773222 |
| MAD | 0.3029135516 |
| Skewness | -10.96980889 |
| Sum | -113.1390874 |
| Variance | 14.80976468 |
| Memory size | 135.3 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| -0.04546314895 | 159 | 0.9% | |
| -0.1298553869 | 148 | 0.9% | |
| 0.006566459496 | 118 | 0.7% | |
| -0.7436633485 | 74 | 0.4% | |
| -0.04542456891 | 62 | 0.4% | |
| -0.877095341 | 50 | 0.3% | |
| -0.2032395541 | 47 | 0.3% | |
| 0.06108333086 | 47 | 0.3% | |
| -0.07091775463 | 44 | 0.3% | |
| 0.0004022264484 | 38 | 0.2% | |
| Other values (13503) | 14173 | 81.9% | |
| (Missing) | 2340 | 13.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -249.3499546 | 1 | < 0.1% | |
| -105.3034559 | 1 | < 0.1% | |
| -68.65203155 | 1 | < 0.1% | |
| -63.12876218 | 1 | < 0.1% | |
| -53.51272923 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 182.1259799 | 1 | < 0.1% | |
| 68.38039137 | 1 | < 0.1% | |
| 65.67722427 | 1 | < 0.1% | |
| 62.40459775 | 1 | < 0.1% | |
| 61.90563276 | 1 | < 0.1% |
inflation
Numeric
| Distinct count | 15753 |
|---|---|
| Unique (%) | 91.1% |
| Missing (%) | 7.5% |
| Missing (n) | 1306 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.005090723664 |
|---|---|
| Minimum | -568.3163265 |
| Maximum | 254.0730079 |
| Zeros (%) | 1.4% |
Quantile statistics
| Minimum | -568.3163265 |
|---|---|
| 5-th percentile | -0.03218841144 |
| Q1 | -0.00556039717 |
| Median | -0.0002114614333 |
| Q3 | 0.004499600473 |
| 95-th percentile | 0.02617459701 |
| Maximum | 254.0730079 |
| Range | 822.3893345 |
| Interquartile range | 0.01005999764 |
Descriptive statistics
| Standard deviation | 5.809451679 |
|---|---|
| Coef of variation | -1141.18386 |
| Kurtosis | 6229.13908 |
| Mean | -0.005090723664 |
| MAD | 0.1913710605 |
| Skewness | -51.39442791 |
| Sum | -81.42103428 |
| Variance | 33.74972881 |
| Memory size | 135.3 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 237 | 1.4% | |
| -4.440892099e-16 | 3 | < 0.1% | |
| 4.440892099e-16 | 2 | < 0.1% | |
| 2.048468721e-05 | 2 | < 0.1% | |
| -6.661338148e-16 | 2 | < 0.1% | |
| 0.00495049505 | 2 | < 0.1% | |
| 0.00400601203 | 1 | < 0.1% | |
| 0.004397864105 | 1 | < 0.1% | |
| 0.1144982505 | 1 | < 0.1% | |
| -0.0007616664472 | 1 | < 0.1% | |
| Other values (15742) | 15742 | 91.0% | |
| (Missing) | 1306 | 7.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -568.3163265 | 1 | < 0.1% | |
| -211.1670544 | 1 | < 0.1% | |
| -58.84067989 | 1 | < 0.1% | |
| -35.07886905 | 1 | < 0.1% | |
| -31.97299264 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 254.0730079 | 1 | < 0.1% | |
| 213.3191489 | 1 | < 0.1% | |
| 171.1390931 | 1 | < 0.1% | |
| 81.69473684 | 1 | < 0.1% | |
| 56.68799577 | 1 | < 0.1% |
ISO2_Code
Categorical
| Distinct count | 50 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| EG | 346 |
|---|---|
| AR | 346 |
| PK | 346 |
| Other values (47) |
| Value | Count | Frequency (%) | |
| EG | 346 | 2.0% | |
| AR | 346 | 2.0% | |
| PK | 346 | 2.0% | |
| GT | 346 | 2.0% | |
| PY | 346 | 2.0% | |
| DO | 346 | 2.0% | |
| HU | 346 | 2.0% | |
| AZ | 346 | 2.0% | |
| NG | 346 | 2.0% | |
| HR | 346 | 2.0% | |
| Other values (40) | 13840 | 80.0% |
| Max length | 2 |
|---|---|
| Mean length | 2 |
| Min length | 2 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
lending_borrowing
Numeric
| Distinct count | 816 |
|---|---|
| Unique (%) | 4.7% |
| Missing (%) | 20.1% |
| Missing (n) | 3485 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.08014028742 |
|---|---|
| Minimum | -58 |
| Maximum | 217 |
| Zeros (%) | 2.7% |
Quantile statistics
| Minimum | -58 |
|---|---|
| 5-th percentile | -2.119047619 |
| Q1 | -0.4597701149 |
| Median | -0.0625 |
| Q3 | 0.298245614 |
| 95-th percentile | 2 |
| Maximum | 217 |
| Range | 275 |
| Interquartile range | 0.758015729 |
Descriptive statistics
| Standard deviation | 7.242322913 |
|---|---|
| Coef of variation | 90.37056325 |
| Kurtosis | 701.9448757 |
| Mean | 0.08014028742 |
| MAD | 1.32438138 |
| Skewness | 23.00841088 |
| Sum | 1107.138071 |
| Variance | 52.45124118 |
| Memory size | 135.3 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 468 | 2.7% | |
| -1 | 213 | 1.2% | |
| -0.5 | 120 | 0.7% | |
| 1 | 108 | 0.6% | |
| 0.375 | 93 | 0.5% | |
| 0.25 | 84 | 0.5% | |
| -0.3333333333 | 60 | 0.3% | |
| 0.4285714286 | 60 | 0.3% | |
| -0.2857142857 | 60 | 0.3% | |
| 0.3333333333 | 60 | 0.3% | |
| Other values (805) | 12489 | 72.2% | |
| (Missing) | 3485 | 20.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -58 | 12 | 0.1% | |
| -33 | 12 | 0.1% | |
| -24 | 12 | 0.1% | |
| -21 | 9 | 0.1% | |
| -17 | 12 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 217 | 12 | 0.1% | |
| 43 | 12 | 0.1% | |
| 21.33333333 | 12 | 0.1% | |
| 20 | 12 | 0.1% | |
| 18 | 12 | 0.1% |
lending_rate
Numeric
| Distinct count | 10215 |
|---|---|
| Unique (%) | 59.0% |
| Missing (%) | 23.4% |
| Missing (n) | 4055 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.01284803381 |
|---|---|
| Minimum | -0.9961038961 |
| Maximum | 29 |
| Zeros (%) | 8.7% |
Quantile statistics
| Minimum | -0.9961038961 |
|---|---|
| 5-th percentile | -0.3280413469 |
| Q1 | -0.1040815908 |
| Median | -0.009154244091 |
| Q3 | 0.05113024758 |
| 95-th percentile | 0.3481175904 |
| Maximum | 29 |
| Range | 29.9961039 |
| Interquartile range | 0.1552118384 |
Descriptive statistics
| Standard deviation | 0.6821900968 |
|---|---|
| Coef of variation | 53.09684788 |
| Kurtosis | 1122.011917 |
| Mean | 0.01284803381 |
| MAD | 0.1635925421 |
| Skewness | 30.37625808 |
| Sum | 170.1722078 |
| Variance | 0.4653833281 |
| Memory size | 135.3 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 1501 | 8.7% | |
| -0.0625 | 36 | 0.2% | |
| -0.08333333333 | 28 | 0.2% | |
| -0.1428571429 | 21 | 0.1% | |
| -0.09090909091 | 18 | 0.1% | |
| 0.1428571429 | 18 | 0.1% | |
| -0.02380952381 | 18 | 0.1% | |
| -0.06666666667 | 18 | 0.1% | |
| 0.07142857143 | 16 | 0.1% | |
| -0.04347826087 | 16 | 0.1% | |
| Other values (10204) | 11555 | 66.8% | |
| (Missing) | 4055 | 23.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.9961038961 | 3 | < 0.1% | |
| -0.9945205479 | 1 | < 0.1% | |
| -0.9941168714 | 1 | < 0.1% | |
| -0.9938461538 | 1 | < 0.1% | |
| -0.9925719499 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 29 | 3 | < 0.1% | |
| 21.52082712 | 1 | < 0.1% | |
| 21.5 | 4 | < 0.1% | |
| 9.696779194 | 1 | < 0.1% | |
| 9.623806348 | 1 | < 0.1% |
M2
Numeric
| Distinct count | 10613 |
|---|---|
| Unique (%) | 61.3% |
| Missing (%) | 32.5% |
| Missing (n) | 5623 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.002758410301 |
|---|---|
| Minimum | -12.60780083 |
| Maximum | 8.863333333 |
| Zeros (%) | 6.2% |
Quantile statistics
| Minimum | -12.60780083 |
|---|---|
| 5-th percentile | -0.05090583677 |
| Q1 | -0.01185464436 |
| Median | 0 |
| Q3 | 0.01007645208 |
| 95-th percentile | 0.04589964427 |
| Maximum | 8.863333333 |
| Range | 21.47113416 |
| Interquartile range | 0.02193109644 |
Descriptive statistics
| Standard deviation | 0.2986486364 |
|---|---|
| Coef of variation | -108.2683879 |
| Kurtosis | 945.3003811 |
| Mean | -0.002758410301 |
| MAD | 0.0355305635 |
| Skewness | -15.21932939 |
| Sum | -32.20995709 |
| Variance | 0.08919100805 |
| Memory size | 135.3 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 1066 | 6.2% | |
| -0.0201740547 | 1 | < 0.1% | |
| -0.005717040877 | 1 | < 0.1% | |
| 0.01860698196 | 1 | < 0.1% | |
| 0.01771429589 | 1 | < 0.1% | |
| -0.007231401541 | 1 | < 0.1% | |
| 0.006788885329 | 1 | < 0.1% | |
| -0.0283303794 | 1 | < 0.1% | |
| 0.01983843818 | 1 | < 0.1% | |
| -0.006832621114 | 1 | < 0.1% | |
| Other values (10602) | 10602 | 61.3% | |
| (Missing) | 5623 | 32.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -12.60780083 | 1 | < 0.1% | |
| -12.02932504 | 1 | < 0.1% | |
| -11.11404318 | 1 | < 0.1% | |
| -8.872038419 | 1 | < 0.1% | |
| -7.369841437 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 8.863333333 | 1 | < 0.1% | |
| 7.731494391 | 1 | < 0.1% | |
| 7.462869486 | 1 | < 0.1% | |
| 4.944647332 | 1 | < 0.1% | |
| 4.750217385 | 1 | < 0.1% |
moneymarket_rate
Numeric
| Distinct count | 8472 |
|---|---|
| Unique (%) | 49.0% |
| Missing (%) | 44.8% |
| Missing (n) | 7745 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.1011944987 |
|---|---|
| Minimum | -679.2 |
| Maximum | 57 |
| Zeros (%) | 3.5% |
Quantile statistics
| Minimum | -679.2 |
|---|---|
| 5-th percentile | -0.6906697323 |
| Q1 | -0.2468109135 |
| Median | -0.000187 |
| Q3 | 0.2161703107 |
| 95-th percentile | 1.461028975 |
| Maximum | 57 |
| Range | 736.2 |
| Interquartile range | 0.4629812242 |
Descriptive statistics
| Standard deviation | 7.158948992 |
|---|---|
| Coef of variation | 70.74444842 |
| Kurtosis | 8488.990071 |
| Mean | 0.1011944987 |
| MAD | 0.608133343 |
| Skewness | -89.2614433 |
| Sum | 966.9134348 |
| Variance | 51.25055067 |
| Memory size | 135.3 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 597 | 3.5% | |
| -0.306122449 | 13 | 0.1% | |
| -0.05882352941 | 12 | 0.1% | |
| 0.008 | 12 | 0.1% | |
| 0.1666666667 | 11 | 0.1% | |
| -1 | 11 | 0.1% | |
| -0.25 | 10 | 0.1% | |
| -0.006849315068 | 8 | < 0.1% | |
| -0.2857142857 | 8 | < 0.1% | |
| 0.1724137931 | 7 | < 0.1% | |
| Other values (8461) | 8866 | 51.2% | |
| (Missing) | 7745 | 44.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -679.2 | 1 | < 0.1% | |
| -28.71 | 1 | < 0.1% | |
| -26.23 | 1 | < 0.1% | |
| -25.04402516 | 1 | < 0.1% | |
| -22.3 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 57 | 1 | < 0.1% | |
| 54.45454545 | 1 | < 0.1% | |
| 49.83333333 | 1 | < 0.1% | |
| 35.84210526 | 1 | < 0.1% | |
| 34.88235294 | 2 | < 0.1% |
net_debt
Numeric
| Distinct count | 1048 |
|---|---|
| Unique (%) | 6.1% |
| Missing (%) | 26.7% |
| Missing (n) | 4625 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.02219096816 |
|---|---|
| Minimum | -0.8885658915 |
| Maximum | 6.896103896 |
| Zeros (%) | 0.5% |
Quantile statistics
| Minimum | -0.8885658915 |
|---|---|
| 5-th percentile | -0.2432432432 |
| Q1 | -0.07692307692 |
| Median | 0 |
| Q3 | 0.06929347826 |
| 95-th percentile | 0.2814814815 |
| Maximum | 6.896103896 |
| Range | 7.784669788 |
| Interquartile range | 0.1462165552 |
Descriptive statistics
| Standard deviation | 0.3211126949 |
|---|---|
| Coef of variation | 14.47042295 |
| Kurtosis | 216.2388234 |
| Mean | 0.02219096816 |
| MAD | 0.1304236314 |
| Skewness | 11.64247971 |
| Sum | 281.2705214 |
| Variance | 0.1031133628 |
| Memory size | 135.3 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 81 | 0.5% | |
| 0.07142857143 | 36 | 0.2% | |
| 0.06510416667 | 24 | 0.1% | |
| 0.02127659574 | 24 | 0.1% | |
| 0.04597701149 | 24 | 0.1% | |
| 0.004424778761 | 24 | 0.1% | |
| 0.04744525547 | 24 | 0.1% | |
| -0.02105263158 | 24 | 0.1% | |
| 0.02994011976 | 24 | 0.1% | |
| 0.05 | 24 | 0.1% | |
| Other values (1037) | 12366 | 71.5% | |
| (Missing) | 4625 | 26.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.8885658915 | 12 | 0.1% | |
| -0.5595238095 | 12 | 0.1% | |
| -0.5550458716 | 12 | 0.1% | |
| -0.5405405405 | 12 | 0.1% | |
| -0.524691358 | 12 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.896103896 | 12 | 0.1% | |
| 3.529411765 | 12 | 0.1% | |
| 2.254237288 | 12 | 0.1% | |
| 2.08097166 | 12 | 0.1% | |
| 1.910313901 | 12 | 0.1% |
oil
Numeric
| Distinct count | 346 |
|---|---|
| Unique (%) | 2.0% |
| Missing (%) | 0.3% |
| Missing (n) | 50 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.08397570873 |
|---|---|
| Minimum | -0.5904319632 |
| Maximum | 1.436196831 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -0.5904319632 |
|---|---|
| 5-th percentile | -0.4317420842 |
| Q1 | -0.1219476442 |
| Median | 0.05101348806 |
| Q3 | 0.2666527537 |
| 95-th percentile | 0.6978148886 |
| Maximum | 1.436196831 |
| Range | 2.026628794 |
| Interquartile range | 0.3886003979 |
Descriptive statistics
| Standard deviation | 0.3363135693 |
|---|---|
| Coef of variation | 4.00489111 |
| Kurtosis | 1.132823014 |
| Mean | 0.08397570873 |
| MAD | 0.2537809932 |
| Skewness | 0.726484047 |
| Sum | 1448.580976 |
| Variance | 0.1131068169 |
| Memory size | 135.3 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.08333333333 | 50 | 0.3% | |
| -0.1227725247 | 50 | 0.3% | |
| 0.1638249862 | 50 | 0.3% | |
| 0.2394257626 | 50 | 0.3% | |
| 0.2038416307 | 50 | 0.3% | |
| 0.1529191997 | 50 | 0.3% | |
| 0.363938972 | 50 | 0.3% | |
| -0.09540386662 | 50 | 0.3% | |
| -0.524887614 | 50 | 0.3% | |
| 0.04296664874 | 50 | 0.3% | |
| Other values (335) | 16750 | 96.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.5904319632 | 50 | 0.3% | |
| -0.5570061296 | 50 | 0.3% | |
| -0.5567381468 | 50 | 0.3% | |
| -0.5552739364 | 50 | 0.3% | |
| -0.5523683725 | 50 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.436196831 | 50 | 0.3% | |
| 1.300618921 | 50 | 0.3% | |
| 1.207455429 | 50 | 0.3% | |
| 1.08356546 | 50 | 0.3% | |
| 0.9843438014 | 50 | 0.3% |
reserves
Numeric
| Distinct count | 16042 |
|---|---|
| Unique (%) | 92.7% |
| Missing (%) | 4.3% |
| Missing (n) | 744 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 216.1832073 |
|---|---|
| Minimum | -70833.8875 |
| Maximum | 34338.74195 |
| Zeros (%) | 1.3% |
Quantile statistics
| Minimum | -70833.8875 |
|---|---|
| 5-th percentile | -1360.683988 |
| Q1 | -106.4956813 |
| Median | 21.8187173 |
| Q3 | 362.2907056 |
| 95-th percentile | 2569.601465 |
| Maximum | 34338.74195 |
| Range | 105172.6294 |
| Interquartile range | 468.786387 |
Descriptive statistics
| Standard deviation | 2006.725739 |
|---|---|
| Coef of variation | 9.282523667 |
| Kurtosis | 158.8311312 |
| Mean | 216.1832073 |
| MAD | 834.3992354 |
| Skewness | -3.027856283 |
| Sum | 3579129.181 |
| Variance | 4026948.19 |
| Memory size | 135.3 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 223 | 1.3% | |
| -3.174163925 | 197 | 1.1% | |
| 1.089002874 | 22 | 0.1% | |
| 56.74060469 | 19 | 0.1% | |
| -631.2531087 | 16 | 0.1% | |
| -74.28242263 | 10 | 0.1% | |
| 73.52549711 | 8 | < 0.1% | |
| -5.668086164 | 6 | < 0.1% | |
| 116.7414546 | 4 | < 0.1% | |
| 172.2208797 | 4 | < 0.1% | |
| Other values (16031) | 16047 | 92.8% | |
| (Missing) | 744 | 4.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -70833.8875 | 1 | < 0.1% | |
| -40321.58982 | 1 | < 0.1% | |
| -34287.32231 | 1 | < 0.1% | |
| -33270.59383 | 1 | < 0.1% | |
| -31359.39377 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 34338.74195 | 1 | < 0.1% | |
| 30076.0047 | 1 | < 0.1% | |
| 27497.37775 | 1 | < 0.1% | |
| 24465.00988 | 1 | < 0.1% | |
| 22072.35264 | 1 | < 0.1% |
reserves_12p
Numeric
| Distinct count | 16099 |
|---|---|
| Unique (%) | 93.1% |
| Missing (%) | 4.5% |
| Missing (n) | 786 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.2819115174 |
|---|---|
| Minimum | -0.9451199227 |
| Maximum | 234.3596746 |
| Zeros (%) | 2.3% |
Quantile statistics
| Minimum | -0.9451199227 |
|---|---|
| 5-th percentile | -0.2843982812 |
| Q1 | -0.01941401454 |
| Median | 0.09453727548 |
| Q3 | 0.2757661997 |
| 95-th percentile | 0.9848939733 |
| Maximum | 234.3596746 |
| Range | 235.3047945 |
| Interquartile range | 0.2951802142 |
Descriptive statistics
| Standard deviation | 3.171195044 |
|---|---|
| Coef of variation | 11.24890205 |
| Kurtosis | 3800.727577 |
| Mean | 0.2819115174 |
| MAD | 0.4098886262 |
| Skewness | 56.86637452 |
| Sum | 4655.486798 |
| Variance | 10.05647801 |
| Memory size | 135.3 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 399 | 2.3% | |
| 3.156966877 | 3 | < 0.1% | |
| 0.4767610603 | 3 | < 0.1% | |
| 35.20015937 | 3 | < 0.1% | |
| -0.2112507077 | 3 | < 0.1% | |
| 0.4352547922 | 3 | < 0.1% | |
| 7.509797527 | 3 | < 0.1% | |
| 0.2381775712 | 3 | < 0.1% | |
| 1.904712622 | 3 | < 0.1% | |
| 0.2442602555 | 3 | < 0.1% | |
| Other values (16088) | 16088 | 93.0% | |
| (Missing) | 786 | 4.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.9451199227 | 1 | < 0.1% | |
| -0.9352879517 | 1 | < 0.1% | |
| -0.933693133 | 1 | < 0.1% | |
| -0.9290920561 | 1 | < 0.1% | |
| -0.9212221538 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 234.3596746 | 1 | < 0.1% | |
| 223.3680897 | 1 | < 0.1% | |
| 169.2656825 | 1 | < 0.1% | |
| 58.42685286 | 1 | < 0.1% | |
| 58.42508049 | 1 | < 0.1% |
stocks
Numeric
| Distinct count | 7230 |
|---|---|
| Unique (%) | 41.8% |
| Missing (%) | 58.1% |
| Missing (n) | 10043 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.132518563 |
|---|---|
| Minimum | -0.8790778936 |
| Maximum | 7.63524047 |
| Zeros (%) | 0.2% |
Quantile statistics
| Minimum | -0.8790778936 |
|---|---|
| 5-th percentile | -0.4725724744 |
| Q1 | -0.1427586039 |
| Median | 0.0659124741 |
| Q3 | 0.3250273491 |
| 95-th percentile | 0.9129581957 |
| Maximum | 7.63524047 |
| Range | 8.514318364 |
| Interquartile range | 0.467785953 |
Descriptive statistics
| Standard deviation | 0.4668117847 |
|---|---|
| Coef of variation | 3.522614297 |
| Kurtosis | 21.30418924 |
| Mean | 0.132518563 |
| MAD | 0.3239802123 |
| Skewness | 2.554883443 |
| Sum | 961.6872118 |
| Variance | 0.2179132423 |
| Memory size | 135.3 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 29 | 0.2% | |
| -0.3475735021 | 1 | < 0.1% | |
| 0.06414057772 | 1 | < 0.1% | |
| -0.05910698373 | 1 | < 0.1% | |
| 0.9958015806 | 1 | < 0.1% | |
| 0.3175601577 | 1 | < 0.1% | |
| 0.08103910634 | 1 | < 0.1% | |
| -0.4456115065 | 1 | < 0.1% | |
| -0.3851822671 | 1 | < 0.1% | |
| 0.2516976 | 1 | < 0.1% | |
| Other values (7219) | 7219 | 41.7% | |
| (Missing) | 10043 | 58.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.8790778936 | 1 | < 0.1% | |
| -0.8752249168 | 1 | < 0.1% | |
| -0.8705162009 | 1 | < 0.1% | |
| -0.8567184749 | 1 | < 0.1% | |
| -0.8537930801 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7.63524047 | 1 | < 0.1% | |
| 5.687086863 | 1 | < 0.1% | |
| 5.174134193 | 1 | < 0.1% | |
| 5.142464349 | 1 | < 0.1% | |
| 4.701348514 | 1 | < 0.1% |
vix
Numeric
| Distinct count | 345 |
|---|---|
| Unique (%) | 2.0% |
| Missing (%) | 0.6% |
| Missing (n) | 100 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.05193307636 |
|---|---|
| Minimum | -0.6717156569 |
| Maximum | 1.82662145 |
| Zeros (%) | 0.3% |
Quantile statistics
| Minimum | -0.6717156569 |
|---|---|
| 5-th percentile | -0.4522486104 |
| Q1 | -0.2107013645 |
| Median | -0.02165677329 |
| Q3 | 0.2558704021 |
| 95-th percentile | 0.7739463602 |
| Maximum | 1.82662145 |
| Range | 2.498337107 |
| Interquartile range | 0.4665717665 |
Descriptive statistics
| Standard deviation | 0.3839962528 |
|---|---|
| Coef of variation | 7.394059427 |
| Kurtosis | 2.622370009 |
| Mean | 0.05193307636 |
| MAD | 0.2902963231 |
| Skewness | 1.245649702 |
| Sum | 893.2489133 |
| Variance | 0.1474531221 |
| Memory size | 135.3 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| -0.1343770385 | 50 | 0.3% | |
| -0.2096876992 | 50 | 0.3% | |
| -0.2603305785 | 50 | 0.3% | |
| 1.82662145 | 50 | 0.3% | |
| -0.5377487989 | 50 | 0.3% | |
| -0.3750869868 | 50 | 0.3% | |
| 0.9641965029 | 50 | 0.3% | |
| 0.1174468085 | 50 | 0.3% | |
| 0.8077232502 | 50 | 0.3% | |
| -0.07620660457 | 50 | 0.3% | |
| Other values (334) | 16700 | 96.5% | |
| (Missing) | 100 | 0.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.6717156569 | 50 | 0.3% | |
| -0.6418079096 | 50 | 0.3% | |
| -0.6230984788 | 50 | 0.3% | |
| -0.5752128666 | 50 | 0.3% | |
| -0.5428976123 | 50 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.82662145 | 50 | 0.3% | |
| 1.667109929 | 50 | 0.3% | |
| 1.515068493 | 50 | 0.3% | |
| 1.43592233 | 50 | 0.3% | |
| 1.36525974 | 50 | 0.3% |
year
Date
| Distinct count | 346 |
|---|---|
| Unique (%) | 2.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Minimum | 1991-01-01 00:00:00 |
|---|---|
| Maximum | 2019-10-01 00:00:00 |
Histogram of 'year' (bins=N)
First rows
| broad_base_ratio | broad_reserves_ratio | claims_private | commodities_index | couprisk | current_account | dummy | election | election_p | ENDE_XDC_USD_RATE | exchange_change | exchange_change_12m | exports | foreignassets_reserves_ratio | imports | imports_fx | inflation | ISO2_Code | lending_borrowing | lending_rate | M2 | moneymarket_rate | net_debt | oil | reserves | reserves_12p | stocks | vix | year | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | AF | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1991-01-01 |
| 1 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | AO | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1991-01-01 |
| 2 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | AR | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1991-01-01 |
| 3 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | AZ | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1991-01-01 |
| 4 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | BD | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1991-01-01 |
| 5 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | BG | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1991-01-01 |
| 6 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | BR | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1991-01-01 |
| 7 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | CD | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1991-01-01 |
| 8 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | CL | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1991-01-01 |
| 9 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | CO | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1991-01-01 |
Last rows
| broad_base_ratio | broad_reserves_ratio | claims_private | commodities_index | couprisk | current_account | dummy | election | election_p | ENDE_XDC_USD_RATE | exchange_change | exchange_change_12m | exports | foreignassets_reserves_ratio | imports | imports_fx | inflation | ISO2_Code | lending_borrowing | lending_rate | M2 | moneymarket_rate | net_debt | oil | reserves | reserves_12p | stocks | vix | year | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17290 | NaN | NaN | NaN | -0.042653 | 0.000261 | 0.000000 | 0.0 | 0.0 | 0.0 | 1.381300 | 0.014094 | 0.010387 | -0.057022 | NaN | -0.053255 | -0.003607 | 0.000141 | SG | 0.194444 | -0.015009 | 0.004181 | 0.552147 | 0.004401 | -0.193409 | -133.946375 | -0.065563 | -0.021325 | 0.303611 | 2019-10-01 |
| 17291 | 2041.262226 | 2817.524530 | -0.003659 | 0.000596 | 0.000958 | 0.054816 | 0.0 | 1.0 | 0.0 | 30.591900 | -0.004942 | -0.055998 | 0.045289 | 935.425063 | -0.079700 | -0.013355 | -0.001965 | TH | -0.333333 | -0.019370 | 0.000000 | 0.000000 | 0.007126 | -0.193409 | 600.322062 | 0.073980 | 0.027570 | 0.303611 | 2019-10-01 |
| 17292 | -207.033653 | -157.319040 | 0.043241 | -0.001248 | 0.003262 | -1.745999 | 0.0 | 0.0 | 0.0 | 5.664200 | 0.043634 | -0.055274 | 0.000527 | -3.584681 | 0.015190 | 0.020979 | -0.057463 | TR | 0.483871 | NaN | 0.000000 | NaN | -0.003311 | -0.193409 | -564.987207 | 0.123138 | 0.146709 | 0.303611 | 2019-10-01 |
| 17293 | -94.991367 | -59.983052 | 0.000000 | -0.000247 | 0.000629 | NaN | 0.0 | 0.0 | 0.0 | 2289.499455 | 0.000000 | 0.005287 | 0.000000 | -26.270044 | 0.000000 | -0.017990 | -0.001800 | TZ | 0.526316 | -0.016708 | 0.000000 | NaN | 0.010724 | -0.193409 | 73.525497 | -0.088527 | NaN | 0.303611 | 2019-10-01 |
| 17294 | -276.563960 | -35.226006 | -0.029467 | 0.005290 | 0.002281 | -0.652999 | 0.0 | 1.0 | 0.0 | 24.082809 | 0.005851 | -0.148965 | 0.175001 | -11.166800 | 0.052913 | 0.024773 | -0.019863 | UA | 0.045455 | -0.002953 | 0.000000 | -0.121053 | -0.053156 | -0.193409 | -545.596744 | 0.290350 | 0.109900 | 0.303611 | 2019-10-01 |
| 17295 | -123.582189 | 258.898972 | -0.027871 | 0.000522 | 0.001090 | NaN | 0.0 | 0.0 | 0.0 | 3684.235000 | -0.003045 | -0.036081 | -0.107413 | 158.926833 | -0.039059 | 0.016280 | -0.008359 | UG | 0.571429 | -0.017382 | 0.000000 | NaN | 0.053140 | -0.193409 | -5.668086 | 0.032888 | -0.138530 | 0.303611 | 2019-10-01 |
| 17296 | 104.127812 | -104.333612 | -0.018311 | -0.005459 | 0.000545 | -0.803673 | 0.0 | 0.0 | 1.0 | 36.939000 | 0.066725 | 0.112152 | 0.142961 | -82.553374 | -0.026175 | 0.000803 | -0.005133 | UY | 0.400000 | -0.136965 | 0.000000 | -0.019789 | 0.009449 | -0.193409 | -392.666258 | -0.102095 | NaN | 0.303611 | 2019-10-01 |
| 17297 | -141.162149 | 695.451607 | 0.000000 | -0.047262 | 0.004455 | NaN | 0.0 | 0.0 | 0.0 | 95760.000000 | 0.000000 | 0.000000 | 0.000000 | 122.227572 | 0.000000 | -0.045425 | 0.000000 | VE | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | -0.193409 | -631.253109 | 0.000000 | NaN | 0.303611 | 2019-10-01 |
| 17298 | NaN | NaN | NaN | -0.013902 | NaN | NaN | 0.0 | 0.0 | 0.0 | 23073.000000 | 0.000000 | 0.015805 | 0.000000 | NaN | 0.000000 | 0.083012 | -0.002828 | VN | 0.000000 | 0.083710 | NaN | NaN | -0.023381 | -0.193409 | 464.858602 | 0.135747 | -0.012290 | 0.303611 | 2019-10-01 |
| 17299 | 1245.830932 | 49.633547 | 0.002137 | -0.004602 | 0.000884 | 0.000000 | 0.0 | 1.0 | 0.0 | 15.208940 | 0.070631 | 0.072279 | -0.050632 | 11.981717 | -0.233213 | -0.051413 | -0.002042 | ZA | 0.409091 | 0.000000 | 0.000000 | 0.001538 | 0.056437 | -0.193409 | 5083.868544 | 0.071403 | -0.030978 | 0.303611 | 2019-10-01 |